| /* |
| * Copyright (c) 2021 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef SRC_RUNTIME_CL_MLGO_COMMON_H |
| #define SRC_RUNTIME_CL_MLGO_COMMON_H |
| |
| #include "arm_compute/core/Types.h" |
| #include "arm_compute/runtime/CL/CLTypes.h" |
| |
| namespace arm_compute |
| { |
| namespace mlgo |
| { |
| /** Types of Heuristic (tree) */ |
| enum class HeuristicType |
| { |
| GEMM_Type, /**< About the type of gemm */ |
| GEMM_Config_Native, /**< About the gemm config for native kernel */ |
| GEMM_Config_Reshaped_Only_RHS, /**< About the gemm config for reshaped only rhs kernel */ |
| GEMM_Config_Reshaped /**< About the gemm config for reshaped kernel */ |
| }; |
| |
| using GEMMType = CLGEMMKernelType; |
| |
| /** GEMM Configuration for Native kernel */ |
| struct GEMMConfigNative |
| { |
| unsigned int m0{ 1 }; /**< Number of rows processed by the matrix multiplication */ |
| unsigned int n0{ 1 }; /**< Number of columns processed by the matrix multiplication */ |
| unsigned int k0{ 1 }; /**< Number of partial accumulations performed by the matrix multiplication */ |
| }; |
| |
| /** GEMM Configuration for Reshaped Only RHS kernel */ |
| struct GEMMConfigReshapedOnlyRHS |
| { |
| unsigned int m0{ 1 }; /**< Number of rows processed by the matrix multiplication */ |
| unsigned int n0{ 1 }; /**< Number of columns processed by the matrix multiplication */ |
| unsigned int k0{ 1 }; /**< Number of partial accumulations performed by the matrix multiplication */ |
| unsigned int h0{ 1 }; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */ |
| bool interleave_rhs{ false }; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */ |
| bool transpose_rhs{ false }; /**< True if the (k0xn0) block has to be transposed before been stored */ |
| bool export_cl_image{ false }; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */ |
| }; |
| |
| /** GEMM Configuration for Reshaped kernel */ |
| struct GEMMConfigReshaped |
| { |
| unsigned int m0{ 1 }; /**< Number of rows processed by the matrix multiplication */ |
| unsigned int n0{ 1 }; /**< Number of columns processed by the matrix multiplication */ |
| unsigned int k0{ 1 }; /**< Number of partial accumulations performed by the matrix multiplication */ |
| unsigned int v0{ 1 }; /**< Number of vertical blocks of size (m0xk0) stored on the same output row */ |
| unsigned int h0{ 1 }; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */ |
| bool interleave_lhs{ false }; /**< True if the v0 (m0xk0) blocks have to be interleaved in the output row */ |
| bool interleave_rhs{ false }; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */ |
| bool transpose_rhs{ false }; /**< True if the (k0xn0) block has to be transposed before been stored */ |
| bool export_cl_image{ false }; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */ |
| }; |
| |
| } // namespace mlgo |
| } // namespace arm_compute |
| #endif // SRC_RUNTIME_CL_MLGO_COMMON_H |